Claudius Krause

According to our database, Claudius Krause authored at least 8 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Convolutional L2LFlows: Generating Accurate Showers in Highly Granular Calorimeters Using Convolutional Normalizing Flows.

Thorsten Buss, Frank Gaede, Gregor Kasieczka, Claudius Krause, David Shih

CoRR, 2024

2023

Deep Generative Models for Detector Signature Simulation: An Analytical Taxonomy.

Hosein Hashemi, Claudius Krause

CoRR, 2023

Inductive CaloFlow.

Matthew R. Buckley, Claudius Krause, Ian Pang, David Shih

CoRR, 2023

2022

CaloFlow for CaloChallenge Dataset 1.

Claudius Krause, Ian Pang, David Shih

CoRR, 2022

New directions for surrogate models and differentiable programming for High Energy Physics detector simulation.

Andreas Adelmann, Walter Hopkins, Evangelos Kourlitis, Michael Kagan, Gregor Kasieczka, Claudius Krause, David Shih, Vinicius Mikuni, Benjamin Nachman, Kevin Pedro, Daniel Winklehner

CoRR, 2022

2021

CaloFlow II: Even Faster and Still Accurate Generation of Calorimeter Showers with Normalizing Flows.

Claudius Krause, David Shih

CoRR, 2021

CaloFlow: Fast and Accurate Generation of Calorimeter Showers with Normalizing Flows.

Claudius Krause, David Shih

CoRR, 2021

2020

i- flow: High-dimensional integration and sampling with normalizing flows.

Christina Gao, Joshua Isaacson, Claudius Krause

Mach. Learn. Sci. Technol., 2020